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Junxian He

A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

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Mar 27, 2025
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SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

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Mar 24, 2025
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High-Dimensional Interlingual Representations of Large Language Models

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Mar 14, 2025
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Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas

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Mar 04, 2025
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CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction

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Feb 12, 2025
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OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

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Dec 27, 2024
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Diving into Self-Evolving Training for Multimodal Reasoning

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Dec 23, 2024
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B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

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Dec 23, 2024
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Non-myopic Generation of Language Models for Reasoning and Planning

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Oct 28, 2024
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Non-myopic Generation of Language Model for Reasoning and Planning

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Oct 23, 2024
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